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Shaming, stringency, and shirking: Evidence from food‐safety inspections

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  • John Bovay

Abstract

This paper examines the responses of chicken producers to public disclosure of quality information (or categorization) regarding Salmonella in chicken carcasses. Producers exert effort to attain better categorization and shirk when failing to meet the thresholds required for better categorization. Public disclosure reduces this shirking effect. However, some producers shirk even under public disclosure when the threshold for disclosure is too stringent. The results suggest that the most effective quality disclosure policies would either disclose continuous (noncategorical) information or impose fines or other sanctions on producers attaining the poorest quality.

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  • John Bovay, 2025. "Shaming, stringency, and shirking: Evidence from food‐safety inspections," American Journal of Agricultural Economics, John Wiley & Sons, vol. 107(1), pages 152-180, January.
  • Handle: RePEc:wly:ajagec:v:107:y:2025:i:1:p:152-180
    DOI: 10.1111/ajae.12480
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    1. Zhuan Pei & David S. Lee & David Card & Andrea Weber, 2022. "Local Polynomial Order in Regression Discontinuity Designs," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 40(3), pages 1259-1267, June.
    2. Josling, Timothy E. & Roberts, Donna & Orden, David, 2004. "Food Regulation And Trade: Toward A Safe And Open Global System -- An Overview And Synopsis," 2004 Annual meeting, August 1-4, Denver, CO 20008, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    3. Catherine Hausman & David S. Rapson, 2018. "Regression Discontinuity in Time: Considerations for Empirical Applications," Annual Review of Resource Economics, Annual Reviews, vol. 10(1), pages 533-552, October.
    4. Dean Eckles & Nikolaos Ignatiadis & Stefan Wager & Han Wu, 2020. "Noise-Induced Randomization in Regression Discontinuity Designs," Papers 2004.09458, arXiv.org, revised Nov 2023.
    5. Page, Elina Tselepidakis, 2018. "Trends in Food Recalls: 2004-13," Economic Information Bulletin 276244, United States Department of Agriculture, Economic Research Service.
    6. Christina Korting & Carl Lieberman & Jordan Matsudaira & Zhuan Pei & Yi Shen, 2023. "Visual Inference and Graphical Representation in Regression Discontinuity Designs," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 138(3), pages 1977-2019.
    7. Jorge Lemus & Guillermo Marshall, 2021. "Dynamic Tournament Design: Evidence from Prediction Contests," Journal of Political Economy, University of Chicago Press, vol. 129(2), pages 383-420.
    8. Sallee, James M. & Slemrod, Joel, 2012. "Car notches: Strategic automaker responses to fuel economy policy," Journal of Public Economics, Elsevier, vol. 96(11), pages 981-999.
    9. Ginger Zhe Jin & Phillip Leslie, 2003. "The Effect of Information on Product Quality: Evidence from Restaurant Hygiene Grade Cards," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(2), pages 409-451.
    10. Knoeber, Charles R & Thurman, Walter N, 1994. "Testing the Theory of Tournaments: An Empirical Analysis of Broiler Production," Journal of Labor Economics, University of Chicago Press, vol. 12(2), pages 155-179, April.
    11. Matias D. Cattaneo & Rocío Titiunik & Gonzalo Vazquez-Bare, 2020. "Analysis of regression-discontinuity designs with multiple cutoffs or multiple scores," Stata Journal, StataCorp LP, vol. 20(4), pages 866-891, December.
    12. Jacob, Brian A., 2005. "Accountability, incentives and behavior: the impact of high-stakes testing in the Chicago Public Schools," Journal of Public Economics, Elsevier, vol. 89(5-6), pages 761-796, June.
    13. Emmanuel Saez, 2010. "Do Taxpayers Bunch at Kink Points?," American Economic Journal: Economic Policy, American Economic Association, vol. 2(3), pages 180-212, August.
    14. Thomas S. Dee & Will Dobbie & Brian A. Jacob & Jonah Rockoff, 2019. "The Causes and Consequences of Test Score Manipulation: Evidence from the New York Regents Examinations," American Economic Journal: Applied Economics, American Economic Association, vol. 11(3), pages 382-423, July.
    15. David Dranove & Ginger Zhe Jin, 2010. "Quality Disclosure and Certification: Theory and Practice," Journal of Economic Literature, American Economic Association, vol. 48(4), pages 935-963, December.
    16. Weijia Dai & Michael Luca, 2020. "Digitizing Disclosure: The Case of Restaurant Hygiene Scores," American Economic Journal: Microeconomics, American Economic Association, vol. 12(2), pages 41-59, May.
    17. Mary F. Evans, 2016. "The Clean Air Act Watch List: An Enforcement and Compliance Natural Experiment," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 3(3), pages 627-665.
    18. Grant, Darren, 2016. "The essential economics of threshold-based incentives: Theory, estimation, and evidence from the Western States 100," Journal of Economic Behavior & Organization, Elsevier, vol. 130(C), pages 180-197.
    19. Campa, Pamela, 2018. "Press and leaks: Do newspapers reduce toxic emissions?," Journal of Environmental Economics and Management, Elsevier, vol. 91(C), pages 184-202.
    20. Carl Shapiro, 1983. "Premiums for High Quality Products as Returns to Reputations," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 98(4), pages 659-679.
    21. Knoeber, Charles R, 1989. "A Real Game of Chicken: Contracts, Tournaments, and the Production of Broilers," The Journal of Law, Economics, and Organization, Oxford University Press, vol. 5(2), pages 271-292, Fall.
    22. Julie A. Caswell & Eliza M. Mojduszka, 1996. "Using Informational Labeling to Influence the Market for Quality in Food Products," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 78(5), pages 1248-1253.
    23. John M. Antle, 1996. "Efficient Food Safety Regulation in the Food Manufacturing Sector," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 78(5), pages 1242-1247.
    24. David S. Lee & Thomas Lemieux, 2010. "Regression Discontinuity Designs in Economics," Journal of Economic Literature, American Economic Association, vol. 48(2), pages 281-355, June.
    25. Antle, John M., 2001. "Economic analysis of food safety," Handbook of Agricultural Economics, in: B. L. Gardner & G. C. Rausser (ed.), Handbook of Agricultural Economics, edition 1, volume 1, chapter 19, pages 1083-1136, Elsevier.
    26. Brian A. Jacob & Steven D. Levitt, 2003. "Rotten Apples: An Investigation of the Prevalence and Predictors of Teacher Cheating," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(3), pages 843-877.
    27. Andrew C. Eggers & Anthony Fowler & Jens Hainmueller & Andrew B. Hall & James M. Snyder, 2015. "On the Validity of the Regression Discontinuity Design for Estimating Electoral Effects: New Evidence from Over 40,000 Close Races," American Journal of Political Science, John Wiley & Sons, vol. 59(1), pages 259-274, January.
    28. Charles R. Knoeber & Walter N. Thurman, 1995. ""Don't Count Your Chickens...": Risk and Risk Shifting in the Broiler Industry," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 77(3), pages 486-496.
    29. Michael Ollinger & John Bovay, 2018. "Pass or Fail: Economic Incentives to Reduce Salmonella Contamination in Ground Beef Sold to the National School Lunch Program," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 100(2), pages 414-433.
    30. Koichiro Ito & James M. Sallee, 2018. "The Economics of Attribute-Based Regulation: Theory and Evidence from Fuel Economy Standards," The Review of Economics and Statistics, MIT Press, vol. 100(2), pages 319-336, May.
    31. Page, Elina T. & Taylor, Curtia, 2018. "Trends in Food Recalls," Amber Waves:The Economics of Food, Farming, Natural Resources, and Rural America, United States Department of Agriculture, Economic Research Service, vol. 0(05), June.
    32. McCrary, Justin, 2008. "Manipulation of the running variable in the regression discontinuity design: A density test," Journal of Econometrics, Elsevier, vol. 142(2), pages 698-714, February.
    33. Henrik J. Kleven & Mazhar Waseem, 2013. "Using Notches to Uncover Optimization Frictions and Structural Elasticities: Theory and Evidence from Pakistan," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(2), pages 669-723.
    34. Matthew P. Makofske, 2024. "Disclosure policy design and regulatory agent behavior," American Journal of Agricultural Economics, John Wiley & Sons, vol. 106(1), pages 118-144, January.
    35. Hoffman, Sandra & Maculloch, Bryan & Batz, Michael, 2015. "Economic Burden of Major Foodborne Illnesses Acquired in the United States," Economic Information Bulletin 205081, United States Department of Agriculture, Economic Research Service.
    36. Sébastien Houde, 2022. "Bunching with the Stars: How Firms Respond to Environmental Certification," Management Science, INFORMS, vol. 68(8), pages 5569-5590, August.
    37. Sharon Shewmake & W. Kip Viscusi, 2015. "Producer And Consumer Responses To Green Housing Labels," Economic Inquiry, Western Economic Association International, vol. 53(1), pages 681-699, January.
    38. John Bovay, 2023. "Food safety, reputation, and regulation," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 45(2), pages 684-704, June.
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